Paradigms of Artificial Intelligence Programming: Case Studies in Common LISP

Paradigms of Artificial Intelligence Programming: Case Studies in Common LISP

Paperback Morgan Kaufmann

By (author) Peter Norvig

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  • Publisher: Morgan Kaufmann Publishers In
  • Format: Paperback | 976 pages
  • Dimensions: 188mm x 234mm x 48mm | 1,678g
  • Publication date: 4 December 1991
  • Publication City/Country: San Francisco
  • ISBN 10: 1558601910
  • ISBN 13: 9781558601918
  • Illustrations note: black & white illustrations
  • Sales rank: 262,072

Product description

Paradigms of AI Programming is the first text to teach advanced Common Lisp techniques in the context of building major AI systems. By reconstructing authentic, complex AI programs using state-of-the-art Common Lisp, the book teaches students and professionals how to build and debug robust practical programs, while demonstrating superior programming style and important AI concepts. The author strongly emphasizes the practical performance issues involved in writing real working programs of significant size. Chapters on troubleshooting and efficiency are included, along with a discussion of the fundamentals of object-oriented programming and a description of the main CLOS functions. This volume is an excellent text for a course on AI programming, a useful supplement for general AI courses and an indispensable reference for the professional programmer.

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By Peter Norvig

Table of contents

1 Introduction to Lisp 2 A Simple Lisp Program 3 Overview of Lisp 4 GPS: The General problem Solver 5 Eliza: Dialog with a Machine 6 Building Software Tools 7 Student: Solving Algebra Word Problems 8 Symbolic Mathematics: A Simplification Program 9 Efficiency Issues 10 Low-Level Efficiency Issues 11 Logic Programming 12 Compiling Logic programs 13 Object-Oriented Programming 14 Knowledge Representation and Reasoning 15 Symbolic Mathematics with Canonical Forms 16 Expert Systems 17 Line-Diagram Labeling by Constraint Satisfaction 18 Search and the Game of Othello 19 Introduction to Natural Language 20 Unification Grammars 21 A Grammar of English 22 Scheme: An Uncommon Lisp 23 Compiling Lisp 24 ANSI Common Lisp 25 Troubleshooting